Abstract
Millimeter wave systems are expected to provide several Gbps data rate with large bandwidth. To exploit wideband channels, mitigating inter-symbol interference (ISI) is a challenging problem. Most of the existing approaches employ multi-carrier modulation, in which a baseband beamformer is used per subcarrier, resulting in a significant number of computations. To make an energy-efficient system with a low computational complexity, we propose a single carrier hybrid beamforming scheme equipped with multi-tap analog beamformer that can mitiagte ISI in analog domain so that a simple baseband beamformer can be used. Our design aims to maximize the achievable sum rate of multi-user uplink system, and optimizes the beamforming matrix with a complex circle manifold-based conjugate gradient algorithm with a proposed initialization allowing fast convergence. Considering the baseband and circuit power consumption, the proposed scheme achieves a higher energy efficiency than conventional beamforming schemes in practical transmit power region. In addition, we find a sufficient condition for the numbers of antennas and analog beamformer taps that can completely eliminate both inter-symbol and inter-stream interferences.
Original language | English |
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Pages (from-to) | 10782-10795 |
Number of pages | 14 |
Journal | IEEE Transactions on Vehicular Technology |
Volume | 71 |
Issue number | 10 |
DOIs | |
State | Published - 1 Oct 2022 |
Keywords
- Hybrid beamforming
- millimeter wave systems
- multi-tap analog beamformer
- single carrier
- wideband